Real math. Real edge.
PERC applies percolation theory, the same math used to model forest fires, epidemics, and internet virality, to token holder networks. Here's how it works.
Imagine pouring water on a sponge. If the sponge is dry with few connected pores, water stays in isolated puddles. But past a critical point, when enough pores connect, water suddenly percolates through the entire structure.
Token holder networks work the same way. Below critical density, hype stays local. Past it, FOMO cascades through connected wallets like wildfire.
PERC measures how close each token is to that critical point.
From data to signal
Network Mapping
We analyze on-chain transactions to build a graph of holder relationships. Every wallet becomes a node, every interaction becomes an edge. Transfers, DEX swaps, and shared LP positions all contribute to the connection map.
Cluster Detection
Using community detection algorithms, we identify groups of wallets that behave as coordinated units. These clusters represent potential influence nodes like whales, KOL followers, or coordinated trading groups.
Threshold Calculation
Percolation theory tells us there's a critical density where information starts cascading through a network. We calculate how close each token's holder network is to this threshold, the point where FOMO becomes self-sustaining.
Signal Generation
When a token crosses key thresholds, we trigger alerts. The score incorporates network density, cluster connectivity, historical patterns, and real-time momentum to predict breakout potential.
PERC vs. The rest
| Feature | PERC | Whale Trackers | Copy-Trade | "Trust Me Bro" |
|---|---|---|---|---|
| Predictive (not reactive) | ||||
| Math-based methodology | ||||
| Network structure analysis | ||||
| Real-time monitoring | ||||
| Automated alerts | ||||
| No prior knowledge needed | ||||
| Transparent scoring |
Reading the numbers
The Percolation Score ranges from 0-100. Here's what each zone means.
Sparse network, few connections. Token not yet primed for viral spread.
Clusters forming. Network showing early signs of coordination.
Approaching threshold. High cascade probability on any catalyst.
Past critical mass. Network is primed and likely already cascading.